Motif 3
Motif 3 is available now for rag, agents, and long context with open-source and 262k context; evaluate it while provider pricing coverage matures.
No tracked provider token pricing is available yet.
About
Motif 3 (HF Motif-Technologies/Motif-3) is Motif Technologies' decoder-only mixture-of-experts LLM with ~314B total and 13.2B active parameters, trained from scratch on ~12.5T tokens with extra Korean, reasoning and agentic data. It uses Grouped Differential Latent Attention (GDLA), Expert-Specific PolyNorm, modified mHC and a built-in MTP head for self-speculative decoding. Native context is 262,144 tokens. It targets long-horizon agentic tool use and terminal tasks, with reasoning and tool-call parsers for vLLM. MIT License; base checkpoint Motif-Technologies/Motif-3-Base.
Provider price ladder
No tracked provider token pricing is available for this model yet.
Capabilities
Benchmark peer barsfor RAG
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
API versions
Motif-Technologies/Motif-3Motif 3No tracked provider token pricing is available yet.